{"id":"W4388050051","doi":"10.3847/psj/ace2c2","title":"Col-OSSOS: The Distribution of Surface Classes in Neptune's Resonances","year":2023,"lang":"en","type":"article","venue":"The Planetary Science Journal","topic":"Astro and Planetary Science","field":"Physics and Astronomy","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria; Herzberg Institute of Astrophysics","funders":"Central Laser Facility, Science and Technology Facilities Council; Fundação para a Ciência e a Tecnologia; Science and Technology Facilities Council; Alliance de recherche numérique du Canada; Canadian Space Agency; Nuclear Safety and Security Commission; Canarie; Canadian Foundation for AIDS Research; Agencia Nacional de Investigación y Desarrollo; Korea Astronomy and Space Science Institute; National Aeronautics and Space Administration; Ministério da Ciência, Tecnologia, Inovações e Comunicações; National Science Foundation","keywords":"Neptune; Trans-Neptunian object; Physics; Solar System; Resonance (particle physics); Photometry (optics); Nice model; Astrophysics; Astronomy; Exoplanet; Planet; Planetary migration; Stars; Atomic physics","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001063466,0.0001540564,0.0001019998,0.001280183,0.0003730859,0.0005932189,0.0002005338,0.0002044246,0.001933054],"category_scores_gemma":[0.0005312957,0.00007362216,0.000131549,0.0006415038,0.0003520357,0.0002574425,0.0005167291,0.0001374526,0.0004777177],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001648635,"about_ca_system_score_gemma":0.00005112404,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003214183,"about_ca_topic_score_gemma":0.004011027,"domain_scores_codex":[0.9998863,0.00001189828,0.000005214101,0.00004392185,0.00001705884,0.00003564419],"domain_scores_gemma":[0.9996133,0.00006889274,0.0001130187,0.00003559295,0.00006524973,0.0001039889],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002232898,0.00001118503,0.9719656,0.00001370803,0.00002697939,0.0001721218,0.00105989,0.0001228568,0.01735502,0.0002048253,0.0001920026,0.008652522],"study_design_scores_gemma":[0.000001757202,0.00002136419,0.997778,0.00000308747,0.000004158228,0.0001686419,0.0008258799,0.0002599608,0.0004537993,0.0000762765,0.0004050206,0.000002164252],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987695,0.00003701909,0.00009752867,0.000008966576,9.509123e-7,0.000001610808,0.0001686061,0.000005247119,0.0009106399],"genre_scores_gemma":[0.9994779,0.00001509681,0.00007252089,0.000002661517,0.000001397861,0.000001445456,0.000235311,0.000003132865,0.0001905439],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003214183,"threshold_uncertainty_score":0.006466746,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01367455114749101,"score_gpt":0.2387270805016521,"score_spread":0.2250525293541611,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}